具有指数成本准则的分散团队决策问题

J. Speyer, S. Marcus, J. Krainak
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引用次数: 11

摘要

一个静态分散的团队问题由网络节点共同工作来优化状态变量和控制变量的二次函数的指数期望值来表示。该信息假定为正态分布状态的线性函数加上高斯噪声。对于系统参数的一定范围,用线性决策规则满足最优性条件。对于该优化决策规则,可用信息的控制增益由平稳条件分解为一组代数方程和一个矩阵不等式条件。由于二次性能准则产生了唯一已知的封闭形式分散决策规则,指数准则是一个重要的推广。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A decentralized team decision problem with an exponential cost criterion
A static decentralized team problem is represented by the nodes of a network working together to optimize the expected value of an exponential of a quadratic function of the state and control variables. The information is assumed to be given linear functions of the normally distributed state plus Gaussian noise. For certain ranges of the system parameters the conditions for optimality are satisfied by a linear decision rule. For this optimizing decision rule, the control gains on the available information are obtained from the stationary conditions which reduce to a set of algebraic equations and a matrix inequality condition. Since the quadratic performance criterion produces the only previously known closed form decentralized decision rule, the exponential criterion is an important generalization.
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